maintenance_profiling0

Dataset statistics

Number of variables	12
Number of observations	124462
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	12.3 MiB
Average record size in memory	104.0 B

Variable types

Categorical	1
DateTime	1
Text	1
Numeric	9

Alerts

`metric7` is highly overall correlated with `metric8`	High correlation
`metric8` is highly overall correlated with `metric7`	High correlation
`failure` is highly imbalanced (99.0%)	Imbalance
`metric2` is highly skewed (γ1 = 23.89959781)	Skewed
`metric3` is highly skewed (γ1 = 82.81730486)	Skewed
`metric4` is highly skewed (γ1 = 41.49760767)	Skewed
`metric7` is highly skewed (γ1 = 73.63460697)	Skewed
`metric8` is highly skewed (γ1 = 73.63460697)	Skewed
`metric9` is highly skewed (γ1 = 49.8928614)	Skewed
`metric2` has 118082 (94.9%) zeros	Zeros
`metric3` has 115331 (92.7%) zeros	Zeros
`metric4` has 115130 (92.5%) zeros	Zeros
`metric7` has 123007 (98.8%) zeros	Zeros
`metric8` has 123007 (98.8%) zeros	Zeros
`metric9` has 97332 (78.2%) zeros	Zeros

Reproduction

Analysis started	2023-06-22 07:54:13.668409
Analysis finished	2023-06-22 07:54:22.188391
Duration	8.52 seconds
Software version	ydata-profiling vv4.2.0
Download configuration	config.json

failure
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.9 MiB

0	124356
1	106

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	124462
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	124356	99.9%
1	106	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	124356	99.9%
1	106	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	124356	99.9%
1	106	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	124462	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	124356	99.9%
1	106	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	124462	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	124356	99.9%
1	106	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	124462	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	124356	99.9%
1	106	0.1%

date
Date

Distinct	303
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	1.9 MiB

Minimum	2015-01-01 00:00:00
Maximum	2015-10-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

device
Text

Distinct	1169
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1.9 MiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	995696
Distinct characters	34
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	S1F01085
2nd row	S1F0166B
3rd row	S1F01E6Y
4th row	S1F01JE0
5th row	S1F01R2B

Value	Count	Frequency (%)
z1f0qlc1	303	0.2%
w1f0fzpa	303	0.2%
s1f0kycr	303	0.2%
z1f0qk05	303	0.2%
z1f0q8rt	303	0.2%
z1f0ql3n	303	0.2%
w1f0sjj2	303	0.2%
z1f0kjds	303	0.2%
z1f0ge1m	303	0.2%
z1f0gb8a	303	0.2%
Other values (1159)	121432	97.6%

Most occurring characters

Value	Count	Frequency (%)
1	191959	19.3%
F	138423	13.9%
0	91178	9.2%
S	76236	7.7%
W	54962	5.5%
Z	39870	4.0%
L	25055	2.5%
3	23980	2.4%
K	18752	1.9%
B	17804	1.8%
Other values (24)	317477	31.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	593520	59.6%
Decimal Number	402175	40.4%
Lowercase Letter	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
F	138423	23.3%
S	76236	12.8%
W	54962	9.3%
Z	39870	6.7%
L	25055	4.2%
K	18752	3.2%
B	17804	3.0%
R	17712	3.0%
J	17504	2.9%
G	17261	2.9%
Other values (13)	169941	28.6%

Decimal Number

Value	Count	Frequency (%)
1	191959	47.7%
0	91178	22.7%
3	23980	6.0%
6	15877	3.9%
5	15299	3.8%
2	14010	3.5%
4	13676	3.4%
7	12221	3.0%
9	12038	3.0%
8	11937	3.0%

Lowercase Letter

Value	Count	Frequency (%)
ÿ	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	593521	59.6%
Common	402175	40.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
F	138423	23.3%
S	76236	12.8%
W	54962	9.3%
Z	39870	6.7%
L	25055	4.2%
K	18752	3.2%
B	17804	3.0%
R	17712	3.0%
J	17504	2.9%
G	17261	2.9%
Other values (14)	169942	28.6%

Common

Value	Count	Frequency (%)
1	191959	47.7%
0	91178	22.7%
3	23980	6.0%
6	15877	3.9%
5	15299	3.8%
2	14010	3.5%
4	13676	3.4%
7	12221	3.0%
9	12038	3.0%
8	11937	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	995695	> 99.9%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	191959	19.3%
F	138423	13.9%
0	91178	9.2%
S	76236	7.7%
W	54962	5.5%
Z	39870	4.0%
L	25055	2.5%
3	23980	2.4%
K	18752	1.9%
B	17804	1.8%
Other values (23)	317476	31.9%

None

Value	Count	Frequency (%)
ÿ	1	100.0%

metric1
Real number (ℝ)

Distinct	123846
Distinct (%)	99.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2238518 × 10⁸

Minimum	0
Maximum	2.4414048 × 10⁸
Zeros	11
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	12089879
Q1	61271448
median	1.2279194 × 10⁸
Q3	1.8330837 × 10⁸
95-th percentile	2.3188178 × 10⁸
Maximum	2.4414048 × 10⁸
Range	2.4414048 × 10⁸
Interquartile range (IQR)	1.2203692 × 10⁸

Descriptive statistics

Standard deviation	70459869
Coefficient of variation (CV)	0.57572222
Kurtosis	-1.1992931
Mean	1.2238518 × 10⁸
Median Absolute Deviation (MAD)	61031656
Skewness	-0.011091131
Sum	1.5232305 × 10¹³
Variance	4.9645931 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
57192360	26	< 0.1%
165048912	26	< 0.1%
89196552	26	< 0.1%
169490248	23	< 0.1%
169467344	15	< 0.1%
165040624	15	< 0.1%
89162648	15	< 0.1%
57180136	15	< 0.1%
12194976	15	< 0.1%
165045144	13	< 0.1%
Other values (123836)	124273	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	< 0.1%
2048	1	< 0.1%
2056	2	< 0.1%
2168	1	< 0.1%
3784	1	< 0.1%
4224	1	< 0.1%
4480	1	< 0.1%
4560	1	< 0.1%
8280	1	< 0.1%
8616	1	< 0.1%

Value	Count	Frequency (%)
244140480	1	< 0.1%
244138600	1	< 0.1%
244136552	1	< 0.1%
244135688	1	< 0.1%
244133240	1	< 0.1%
244132936	1	< 0.1%
244132752	1	< 0.1%
244131712	1	< 0.1%
244129416	1	< 0.1%
244127840	1	< 0.1%

metric2
Real number (ℝ)

SKEWED ZEROS

Distinct	560
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	158.97226

Minimum	0
Maximum	64968
Zeros	118082
Zeros (%)	94.9%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	8
Maximum	64968
Range	64968
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2172.2043
Coefficient of variation (CV)	13.664047
Kurtosis	629.39847
Mean	158.97226
Median Absolute Deviation (MAD)	0
Skewness	23.899598
Sum	19786005
Variance	4718471.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	118082	94.9%
2344	281	0.2%
8	260	0.2%
24	254	0.2%
40	201	0.2%
4960	175	0.1%
424	169	0.1%
16	166	0.1%
88	152	0.1%
552	140	0.1%
Other values (550)	4582	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	118082	94.9%
8	260	0.2%
16	166	0.1%
24	254	0.2%
32	132	0.1%
40	201	0.2%
48	90	0.1%
55	1	< 0.1%
56	103	0.1%
64	26	< 0.1%

Value	Count	Frequency (%)
64968	1	< 0.1%
64792	6	< 0.1%
64784	11	< 0.1%
64776	8	< 0.1%
64736	13	< 0.1%
64728	13	< 0.1%
64584	17	< 0.1%
64472	1	< 0.1%
64464	1	< 0.1%
62296	1	< 0.1%

metric3
Real number (ℝ)

SKEWED ZEROS

Distinct	48
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.9255837

Minimum	0
Maximum	24929
Zeros	115331
Zeros (%)	92.7%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	24929
Range	24929
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	185.67616
Coefficient of variation (CV)	18.706826
Kurtosis	10492.25
Mean	9.9255837
Median Absolute Deviation (MAD)	0
Skewness	82.817305
Sum	1235358
Variance	34475.638
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0	115331	92.7%
1	3273	2.6%
2	749	0.6%
7	298	0.2%
34	293	0.2%
5	278	0.2%
21	269	0.2%
4	267	0.2%
9	262	0.2%
8	251	0.2%
Other values (38)	3191	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	115331	92.7%
1	3273	2.6%
2	749	0.6%
3	113	0.1%
4	267	0.2%
5	278	0.2%
7	298	0.2%
8	251	0.2%
9	262	0.2%
10	241	0.2%

Value	Count	Frequency (%)
24929	4	< 0.1%
2693	179	0.1%
2112	5	< 0.1%
1331	240	0.2%
1326	5	< 0.1%
1162	1	< 0.1%
406	84	0.1%
382	5	< 0.1%
378	1	< 0.1%
377	6	< 0.1%

metric4
Real number (ℝ)

SKEWED ZEROS

Distinct	115
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7412142

Minimum	0
Maximum	1666
Zeros	115130
Zeros (%)	92.5%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	6
Maximum	1666
Range	1666
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	22.911388
Coefficient of variation (CV)	13.158282
Kurtosis	2467.3544
Mean	1.7412142
Median Absolute Deviation (MAD)	0
Skewness	41.497608
Sum	216715
Variance	524.9317
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	115130	92.5%
6	3680	3.0%
1	889	0.7%
2	710	0.6%
3	466	0.4%
12	453	0.4%
4	358	0.3%
10	294	0.2%
112	245	0.2%
5	231	0.2%
Other values (105)	2006	1.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	115130	92.5%
1	889	0.7%
2	710	0.6%
3	466	0.4%
4	358	0.3%
5	231	0.2%
6	3680	3.0%
7	174	0.1%
8	170	0.1%
9	45	< 0.1%

Value	Count	Frequency (%)
1666	9	< 0.1%
1074	6	< 0.1%
1033	3	< 0.1%
841	1	< 0.1%
763	1	< 0.1%
533	1	< 0.1%
529	4	< 0.1%
521	6	< 0.1%
487	18	< 0.1%
486	15	< 0.1%

metric5
Real number (ℝ)

Distinct	60
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.223474

Minimum	1
Maximum	98
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	8
median	10
Q3	12
95-th percentile	58
Maximum	98
Range	97
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	15.944958
Coefficient of variation (CV)	1.1210312
Kurtosis	12.147989
Mean	14.223474
Median Absolute Deviation (MAD)	2
Skewness	3.4831636
Sum	1770282
Variance	254.24168
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8	22142	17.8%
9	13595	10.9%
11	12784	10.3%
10	11475	9.2%
7	11271	9.1%
12	9835	7.9%
6	8542	6.9%
13	6005	4.8%
14	3517	2.8%
5	3428	2.8%
Other values (50)	21868	17.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	173	0.1%
2	203	0.2%
3	815	0.7%
4	933	0.7%
5	3428	2.8%
6	8542	6.9%
7	11271	9.1%
8	22142	17.8%
9	13595	10.9%
10	11475	9.2%

Value	Count	Frequency (%)
98	224	0.2%
95	672	0.5%
94	224	0.2%
92	448	0.4%
91	215	0.2%
90	357	0.3%
89	224	0.2%
78	224	0.2%
70	224	0.2%
68	448	0.4%

metric6
Real number (ℝ)

Distinct	44809
Distinct (%)	36.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	260148.77

Minimum	8
Maximum	689161
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	8
5-th percentile	46
Q1	221447.25
median	249794
Q3	310234.25
95-th percentile	443124.6
Maximum	689161
Range	689153
Interquartile range (IQR)	88787

Descriptive statistics

Standard deviation	99150.928
Coefficient of variation (CV)	0.38113165
Kurtosis	1.9082846
Mean	260148.77
Median Absolute Deviation (MAD)	35370
Skewness	-0.37496442
Sum	3.2378636 × 10¹⁰
Variance	9.8309065 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	777	0.6%
44	708	0.6%
27	636	0.5%
26	520	0.4%
29	441	0.4%
36	337	0.3%
35	290	0.2%
52	282	0.2%
45	246	0.2%
28	216	0.2%
Other values (44799)	120009	96.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	19	< 0.1%
9	172	0.1%
12	51	< 0.1%
18	36	< 0.1%
19	30	< 0.1%
20	6	< 0.1%
21	58	< 0.1%
23	71	0.1%
24	123	0.1%
25	184	0.1%

Value	Count	Frequency (%)
689161	1	< 0.1%
689062	1	< 0.1%
689035	1	< 0.1%
688964	1	< 0.1%
688952	2	< 0.1%
687901	1	< 0.1%
687802	1	< 0.1%
687775	1	< 0.1%
687706	1	< 0.1%
687694	2	< 0.1%

metric7
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.29144639

Minimum	0
Maximum	832
Zeros	123007
Zeros (%)	98.8%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	832
Range	832
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.4314916
Coefficient of variation (CV)	25.498658
Kurtosis	6897.9193
Mean	0.29144639
Median Absolute Deviation (MAD)	0
Skewness	73.634607
Sum	36274
Variance	55.227068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	123007	98.8%
8	792	0.6%
16	397	0.3%
24	65	0.1%
48	36	< 0.1%
32	34	< 0.1%
128	23	< 0.1%
176	20	< 0.1%
40	20	< 0.1%
6	13	< 0.1%
Other values (18)	55	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	123007	98.8%
6	13	< 0.1%
8	792	0.6%
16	397	0.3%
22	2	< 0.1%
24	65	0.1%
32	34	< 0.1%
40	20	< 0.1%
48	36	< 0.1%
56	6	< 0.1%

Value	Count	Frequency (%)
832	2	< 0.1%
744	1	< 0.1%
736	4	< 0.1%
496	1	< 0.1%
424	1	< 0.1%
312	5	< 0.1%
272	2	< 0.1%
240	1	< 0.1%
216	1	< 0.1%
176	20	< 0.1%

metric8
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	28
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.29144639

Minimum	0
Maximum	832
Zeros	123007
Zeros (%)	98.8%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	832
Range	832
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.4314916
Coefficient of variation (CV)	25.498658
Kurtosis	6897.9193
Mean	0.29144639
Median Absolute Deviation (MAD)	0
Skewness	73.634607
Sum	36274
Variance	55.227068
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0	123007	98.8%
8	792	0.6%
16	397	0.3%
24	65	0.1%
48	36	< 0.1%
32	34	< 0.1%
128	23	< 0.1%
176	20	< 0.1%
40	20	< 0.1%
6	13	< 0.1%
Other values (18)	55	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	123007	98.8%
6	13	< 0.1%
8	792	0.6%
16	397	0.3%
22	2	< 0.1%
24	65	0.1%
32	34	< 0.1%
40	20	< 0.1%
48	36	< 0.1%
56	6	< 0.1%

Value	Count	Frequency (%)
832	2	< 0.1%
744	1	< 0.1%
736	4	< 0.1%
496	1	< 0.1%
424	1	< 0.1%
312	5	< 0.1%
272	2	< 0.1%
240	1	< 0.1%
216	1	< 0.1%
176	20	< 0.1%

metric9
Real number (ℝ)

SKEWED ZEROS

Distinct	66
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.454524

Minimum	0
Maximum	18701
Zeros	97332
Zeros (%)	78.2%
Negative	0
Negative (%)	0.0%
Memory size	1.9 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11
Maximum	18701
Range	18701
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	191.45017
Coefficient of variation (CV)	15.371938
Kurtosis	4049.1503
Mean	12.454524
Median Absolute Deviation (MAD)	0
Skewness	49.892861
Sum	1550115
Variance	36653.169
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	97332	78.2%
1	9434	7.6%
2	3721	3.0%
3	2327	1.9%
4	1395	1.1%
6	797	0.6%
7	774	0.6%
5	735	0.6%
8	733	0.6%
10	640	0.5%
Other values (56)	6574	5.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	97332	78.2%
1	9434	7.6%
2	3721	3.0%
3	2327	1.9%
4	1395	1.1%
5	735	0.6%
6	797	0.6%
7	774	0.6%
8	733	0.6%
9	335	0.3%

Value	Count	Frequency (%)
18701	5	< 0.1%
10137	4	< 0.1%
7226	5	< 0.1%
2794	6	< 0.1%
2637	84	0.1%
2522	179	0.1%
2270	5	< 0.1%
2269	1	< 0.1%
1864	5	< 0.1%
1165	118	0.1%

Auto

Heatmap
Table

	metric1	metric2	metric3	metric4	metric5	metric6	metric7	metric8	metric9	failure
metric1	1.000	-0.001	0.002	0.002	-0.005	-0.003	-0.002	-0.002	-0.003	0.009
metric2	-0.001	1.000	-0.019	0.225	-0.027	-0.078	0.109	0.109	-0.029	0.096
metric3	0.002	-0.019	1.000	0.121	0.107	0.070	-0.010	-0.010	0.390	0.000
metric4	0.002	0.225	0.121	1.000	-0.021	0.012	0.163	0.163	0.049	0.112
metric5	-0.005	-0.027	0.107	-0.021	1.000	0.083	-0.020	-0.020	0.034	0.007
metric6	-0.003	-0.078	0.070	0.012	0.083	1.000	-0.016	-0.016	0.090	0.012
metric7	-0.002	0.109	-0.010	0.163	-0.020	-0.016	1.000	1.000	-0.018	0.114
metric8	-0.002	0.109	-0.010	0.163	-0.020	-0.016	1.000	1.000	-0.018	0.114
metric9	-0.003	-0.029	0.390	0.049	0.034	0.090	-0.018	-0.018	1.000	0.000
failure	0.009	0.096	0.000	0.112	0.007	0.012	0.114	0.114	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	date	device	metric1	metric2	metric3	metric4	metric5	metric6	metric7	metric8	metric9
0	1/1/2015	S1F01085	215630672	55	0	52	6	407438	0	0	7
1	1/1/2015	S1F0166B	61370680	0	3	0	6	403174	0	0	0
2	1/1/2015	S1F01E6Y	173295968	0	0	0	12	237394	0	0	0
3	1/1/2015	S1F01JE0	79694024	0	0	0	6	410186	0	0	0
4	1/1/2015	S1F01R2B	135970480	0	0	0	15	313173	0	0	3
5	1/1/2015	S1F01TD5	68837488	0	0	41	6	413535	0	0	1
6	1/1/2015	S1F01XDJ	227721632	0	0	0	8	402525	0	0	0
7	1/1/2015	S1F023H2	141503600	0	0	1	19	494462	16	16	3
8	1/1/2015	S1F02A0J	8217840	0	1	0	14	311869	0	0	0
9	1/1/2015	S1F02DZ2	116440096	0	378	9	9	407905	0	0	170

	date	device	metric1	metric2	metric3	metric4	metric5	metric6	metric9
124453	10/31/2015	W1F0SJJ2	144542632	0	0	0	12	355333	0
124454	10/31/2015	Z1F0GB8A	170308872	0	0	0	9	355070	0
124455	10/31/2015	Z1F0GE1M	235777792	0	0	0	10	349229	0
124456	10/31/2015	Z1F0KJDS	161935008	0	0	0	11	355984	0
124457	10/31/2015	Z1F0KKN4	171609168	0	0	0	9	350844	0
124458	10/31/2015	Z1F0MA1S	184310392	0	0	0	10	353052	0
124459	10/31/2015	Z1F0Q8RT	184353576	96	107	4	11	332166	13
124460	10/31/2015	Z1F0QK05	30912880	4832	0	0	11	349802	0
124461	10/31/2015	Z1F0QL3N	62018104	0	0	0	12	356937	0
124462	10/31/2015	Z1F0QLC1	32117368	0	0	0	10	350840	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Interactions

Correlations

Missing values

Sample